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Yolo-X

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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +128 -124
  2. release_assets.json +28 -28
README.md CHANGED
@@ -28,14 +28,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a8.zip)
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- | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a8_mixed_int16.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a8.zip)
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- | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a8_mixed_int16.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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@@ -66,124 +66,128 @@ See our repository for [Yolo-X on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.126 ms | 5 - 166 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® 8 Elite Mobile | 7.679 ms | 3 - 163 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® X2 Elite | 7.526 ms | 14 - 14 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® X Elite | 13.518 ms | 14 - 14 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® X Elite | 13.518 ms | 14 - 14 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.031 ms | 5 - 190 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.785 ms | 0 - 18 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.679 ms | 3 - 163 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.441 ms | 5 - 7 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.064 ms | 3 - 204 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 9.145 ms | 0 - 199 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® X2 Elite | 11.396 ms | 8 - 8 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 15.09 ms | 7 - 7 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 15.09 ms | 7 - 7 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.88 ms | 3 - 242 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS6490 | 792.955 ms | 114 - 116 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 13.927 ms | 0 - 12 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCM6690 | 425.409 ms | 109 - 118 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 396.281 ms | 113 - 123 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS9075 | 14.778 ms | 2 - 5 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.145 ms | 0 - 199 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 396.281 ms | 113 - 123 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.037 ms | 1 - 59 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 5.805 ms | 1 - 60 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® X2 Elite | 8.19 ms | 8 - 8 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 9.279 ms | 8 - 8 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 9.279 ms | 8 - 8 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.205 ms | 1 - 90 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS6490 | 115.846 ms | 47 - 57 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.332 ms | 0 - 94 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS9075 | 9.357 ms | 1 - 4 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 94.914 ms | 55 - 66 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCM6690 | 98.36 ms | 38 - 50 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.805 ms | 1 - 60 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 94.914 ms | 55 - 66 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 26.449 ms | 12 - 740 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 24.75 ms | 10 - 722 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 28.251 ms | 19 - 19 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 36.488 ms | 16 - 16 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 36.488 ms | 16 - 16 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 27.722 ms | 11 - 835 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 316.752 ms | 103 - 111 MB | CPU
111
- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 38.286 ms | 4 - 29 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 194.54 ms | 112 - 123 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 24.75 ms | 10 - 722 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 208.411 ms | 93 - 103 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 39.006 ms | 12 - 14 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 194.54 ms | 112 - 123 MB | CPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.93 ms | 2 - 84 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.604 ms | 2 - 83 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.622 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.071 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.071 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.629 ms | 2 - 108 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 17.471 ms | 2 - 6 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.516 ms | 2 - 4 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.143 ms | 1 - 73 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.143 ms | 1 - 73 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.143 ms | 1 - 73 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 48.702 ms | 2 - 194 MB | NPU
129
- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 7.017 ms | 2 - 108 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.024 ms | 0 - 188 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.004 ms | 2 - 6 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 11.677 ms | 1 - 73 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.604 ms | 2 - 83 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.579 ms | 2 - 72 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.024 ms | 0 - 188 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.899 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.171 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.219 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.723 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.723 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.653 ms | 1 - 71 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.858 ms | 1 - 4 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.47 ms | 1 - 3 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.833 ms | 1 - 53 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.833 ms | 1 - 53 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.833 ms | 1 - 53 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.282 ms | 0 - 3 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.978 ms | 1 - 72 MB | NPU
149
- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.79 ms | 1 - 50 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 22.114 ms | 1 - 163 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.171 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.849 ms | 1 - 49 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.784 ms | 1 - 48 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.79 ms | 1 - 50 MB | NPU
 
 
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  | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.375 ms | 1 - 70 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 1.769 ms | 1 - 62 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X2 Elite | 1.828 ms | 1 - 1 MB | NPU
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  | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X Elite | 4.066 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X Elite | 4.066 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 2.422 ms | 0 - 89 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 3.73 ms | 1 - 3 MB | NPU
162
- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 4.099 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 4.099 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 4.099 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 4.548 ms | 1 - 177 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.769 ms | 1 - 62 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCM6690 | 33.735 ms | 1 - 174 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS9075 | 4.495 ms | 2 - 5 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA7255P | 8.157 ms | 1 - 60 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 4.548 ms | 1 - 177 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.912 ms | 0 - 50 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 1.193 ms | 0 - 45 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.65 ms | 0 - 70 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.217 ms | 0 - 12 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.485 ms | 0 - 2 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 2.901 ms | 0 - 50 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 2.901 ms | 0 - 50 MB | NPU
178
- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 2.901 ms | 0 - 50 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.362 ms | 0 - 12 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.944 ms | 0 - 71 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.78 ms | 0 - 45 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 21.738 ms | 0 - 159 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.193 ms | 0 - 45 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA7255P | 5.86 ms | 0 - 46 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8295P | 3.814 ms | 0 - 44 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.78 ms | 0 - 45 MB | NPU
 
 
 
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  ## License
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  * The license for the original implementation of Yolo-X can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8.zip)
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+ | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8_mixed_int16.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8.zip)
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+ | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8_mixed_int16.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-tflite-w8a8.zip)
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40
  For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.146 ms | 5 - 166 MB | NPU
70
+ | Yolo-X | ONNX | float | Snapdragon® X2 Elite | 7.498 ms | 207 - 207 MB | NPU
71
+ | Yolo-X | ONNX | float | Snapdragon® X Elite | 13.403 ms | 176 - 176 MB | NPU
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+ | Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.022 ms | 5 - 193 MB | NPU
73
+ | Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.648 ms | 0 - 41 MB | NPU
74
+ | Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.944 ms | 5 - 50 MB | NPU
75
+ | Yolo-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.68 ms | 3 - 163 MB | NPU
76
+ | Yolo-X | ONNX | float | Qualcomm® QCS8750 | 7.68 ms | 3 - 163 MB | NPU
77
+ | Yolo-X | ONNX | float | Qualcomm® QCS7181 | 13.403 ms | 176 - 176 MB | NPU
78
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.039 ms | 3 - 209 MB | NPU
79
+ | Yolo-X | ONNX | w8a16 | Snapdragon® X2 Elite | 11.431 ms | 210 - 210 MB | NPU
80
+ | Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 14.758 ms | 178 - 178 MB | NPU
81
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.937 ms | 3 - 245 MB | NPU
82
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS6490 | 793.127 ms | 118 - 120 MB | CPU
83
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 13.968 ms | 0 - 202 MB | NPU
84
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 395.147 ms | 110 - 121 MB | CPU
85
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.855 ms | 0 - 205 MB | NPU
86
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCM6690 | 422.712 ms | 103 - 112 MB | CPU
87
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS9075 | 14.525 ms | 2 - 47 MB | NPU
88
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS7790 | 395.147 ms | 110 - 121 MB | CPU
89
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8750 | 8.855 ms | 0 - 205 MB | NPU
90
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS7181 | 14.758 ms | 178 - 178 MB | NPU
91
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.108 ms | 1 - 63 MB | NPU
92
+ | Yolo-X | ONNX | w8a8 | Snapdragon® X2 Elite | 8.224 ms | 211 - 211 MB | NPU
93
+ | Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 9.056 ms | 148 - 148 MB | NPU
94
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.214 ms | 0 - 94 MB | NPU
95
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS6490 | 112.231 ms | 48 - 58 MB | CPU
96
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.43 ms | 0 - 82 MB | NPU
97
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS9075 | 9.31 ms | 1 - 46 MB | NPU
98
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 93.03 ms | 50 - 61 MB | CPU
99
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.802 ms | 1 - 59 MB | NPU
100
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCM6690 | 98.506 ms | 39 - 50 MB | CPU
101
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7790 | 93.03 ms | 50 - 61 MB | CPU
102
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8750 | 5.802 ms | 1 - 59 MB | NPU
103
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7181 | 9.056 ms | 148 - 148 MB | NPU
104
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 27.338 ms | 11 - 743 MB | NPU
105
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 28.259 ms | 213 - 213 MB | NPU
106
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 37.317 ms | 182 - 182 MB | NPU
107
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 28.052 ms | 11 - 839 MB | NPU
108
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 318.69 ms | 104 - 113 MB | CPU
109
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 39.568 ms | 9 - 14 MB | NPU
110
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.034 ms | 10 - 728 MB | NPU
111
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 40.115 ms | 10 - 53 MB | NPU
112
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 195.047 ms | 111 - 122 MB | CPU
113
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 207.69 ms | 96 - 107 MB | CPU
114
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7790 | 195.047 ms | 111 - 122 MB | CPU
115
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8750 | 25.034 ms | 10 - 728 MB | NPU
116
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7181 | 37.317 ms | 182 - 182 MB | NPU
117
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.93 ms | 1 - 83 MB | NPU
118
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.612 ms | 2 - 2 MB | NPU
119
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.102 ms | 2 - 2 MB | NPU
120
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.627 ms | 2 - 105 MB | NPU
121
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 17.17 ms | 2 - 6 MB | NPU
122
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 11.683 ms | 2 - 72 MB | NPU
123
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.523 ms | 2 - 4 MB | NPU
124
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.148 ms | 0 - 75 MB | NPU
125
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8650P | 6.148 ms | 0 - 75 MB | NPU
126
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8255P | 6.148 ms | 0 - 75 MB | NPU
127
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 6.989 ms | 2 - 190 MB | NPU
128
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.6 ms | 2 - 82 MB | NPU
129
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.462 ms | 3 - 196 MB | NPU
130
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 11.683 ms | 2 - 72 MB | NPU
131
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.598 ms | 0 - 69 MB | NPU
132
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.003 ms | 4 - 8 MB | NPU
133
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 6.939 ms | 2 - 108 MB | NPU
134
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 6.989 ms | 2 - 190 MB | NPU
135
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.6 ms | 2 - 82 MB | NPU
136
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 6.102 ms | 2 - 2 MB | NPU
137
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.906 ms | 1 - 52 MB | NPU
138
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.202 ms | 1 - 1 MB | NPU
139
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.743 ms | 1 - 1 MB | NPU
140
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.644 ms | 1 - 75 MB | NPU
141
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.616 ms | 0 - 3 MB | NPU
142
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.842 ms | 1 - 50 MB | NPU
143
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.466 ms | 1 - 82 MB | NPU
144
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.833 ms | 1 - 52 MB | NPU
145
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8650P | 2.833 ms | 1 - 52 MB | NPU
146
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8255P | 2.833 ms | 1 - 52 MB | NPU
147
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.299 ms | 1 - 4 MB | NPU
148
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.997 ms | 1 - 77 MB | NPU
149
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.791 ms | 1 - 49 MB | NPU
150
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.176 ms | 1 - 48 MB | NPU
151
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 24.176 ms | 1 - 167 MB | NPU
152
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.79 ms | 1 - 48 MB | NPU
153
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.842 ms | 1 - 50 MB | NPU
154
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 2.791 ms | 1 - 49 MB | NPU
155
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.176 ms | 1 - 48 MB | NPU
156
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 2.743 ms | 1 - 1 MB | NPU
157
  | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.375 ms | 1 - 70 MB | NPU
158
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X2 Elite | 1.798 ms | 1 - 1 MB | NPU
 
159
  | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X Elite | 4.066 ms | 1 - 1 MB | NPU
160
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 2.425 ms | 0 - 93 MB | NPU
161
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8275 | 8.144 ms | 1 - 60 MB | NPU
162
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 3.738 ms | 0 - 8 MB | NPU
163
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 4.132 ms | 1 - 63 MB | NPU
164
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8650P | 4.132 ms | 1 - 63 MB | NPU
165
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8255P | 4.132 ms | 1 - 63 MB | NPU
166
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.772 ms | 1 - 62 MB | NPU
167
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS9075 | 4.497 ms | 0 - 3 MB | NPU
168
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA7255P | 8.144 ms | 1 - 60 MB | NPU
169
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 4.506 ms | 1 - 180 MB | NPU
170
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCM6690 | 33.448 ms | 1 - 179 MB | NPU
171
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS7790 | 4.506 ms | 1 - 180 MB | NPU
172
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8750 | 1.772 ms | 1 - 62 MB | NPU
173
+ | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS7181 | 4.066 ms | 1 - 1 MB | NPU
174
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.912 ms | 0 - 51 MB | NPU
175
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.65 ms | 0 - 74 MB | NPU
176
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.05 ms | 0 - 12 MB | NPU
177
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8275 | 5.903 ms | 0 - 46 MB | NPU
178
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.477 ms | 0 - 7 MB | NPU
179
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 2.901 ms | 0 - 51 MB | NPU
180
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8650P | 2.901 ms | 0 - 51 MB | NPU
181
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8255P | 2.901 ms | 0 - 51 MB | NPU
182
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.35 ms | 0 - 12 MB | NPU
183
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.949 ms | 0 - 71 MB | NPU
184
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.774 ms | 0 - 46 MB | NPU
185
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.202 ms | 0 - 50 MB | NPU
186
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 25.163 ms | 0 - 158 MB | NPU
187
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8295P | 3.821 ms | 0 - 45 MB | NPU
188
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA7255P | 5.903 ms | 0 - 46 MB | NPU
189
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS7790 | 2.774 ms | 0 - 46 MB | NPU
190
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.202 ms | 0 - 50 MB | NPU
191
 
192
  ## License
193
  * The license for the original implementation of Yolo-X can be found
release_assets.json CHANGED
@@ -1,72 +1,72 @@
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  {
2
- "version": "0.54.0",
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  "precisions": {
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- "w8a16": {
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  "universal_assets": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a16.zip"
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
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- "w8a8_mixed_int16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a8_mixed_int16.zip"
28
  },
29
  "onnx": {
30
  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a8_mixed_int16.zip"
35
  }
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  }
37
  },
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- "w8a8": {
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  "universal_assets": {
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- "tflite": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-tflite-w8a8.zip"
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- },
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  "qnn_dlc": {
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  "tool_versions": {
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-qnn_dlc-w8a8.zip"
52
  },
53
  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-w8a8.zip"
59
  }
60
  }
61
  },
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- "float": {
63
  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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- "onnx_runtime": "1.24.3"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.54.0/yolox-onnx-float.zip"
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  }
71
  }
72
  }
 
1
  {
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+ "version": "0.55.0",
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  "precisions": {
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+ "float": {
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  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-float.zip"
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  }
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  },
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+ "w8a8": {
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  "universal_assets": {
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+ "tflite": {
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+ },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8.zip"
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  }
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  }
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  },
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+ "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a16.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a16.zip"
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  }
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  }
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  },
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+ "w8a8_mixed_int16": {
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  "universal_assets": {
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8_mixed_int16.zip"
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+ },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8_mixed_int16.zip"
70
  }
71
  }
72
  }